Markus Hofmarcher

21 papers A* 3Journal 14Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	HyDRA: A Hybrid-Driven Reasoning Architecture for Verifiable Knowledge Graphs. CoRR Adrian Kaiser, Claudiu Leoveanu-Condrei, Ryan Gold, Marius-Constantin Dinu, Markus Hofmarcher
2024	J	`jnl`	Contrastive Abstraction for Reinforcement Learning. CoRR Vihang Patil, Markus Hofmarcher, Elisabeth Rumetshofer, Sepp Hochreiter
2024	J	`jnl`	Large Language Models Can Self-Improve At Web Agent Tasks. CoRR Ajay Patel, Markus Hofmarcher, Claudiu Leoveanu-Condrei, Marius-Constantin Dinu, Chris Callison-Burch, Sepp Hochreiter
2024	J	`jnl`	Retrieval-Augmented Decision Transformer: External Memory for In-context RL. CoRR Thomas Schmied, Fabian Paischer, Vihang Patil, Markus Hofmarcher, Razvan Pascanu, Sepp Hochreiter
2023	A*	`conf`	Learning to Modulate pre-trained Models in RL. NeurIPS Thomas Schmied, Markus Hofmarcher, Fabian Paischer, Razvan Pascanu, Sepp Hochreiter
2023	J	`jnl`	Learning to Modulate pre-trained Models in RL. CoRR Thomas Schmied, Markus Hofmarcher, Fabian Paischer, Razvan Pascanu, Sepp Hochreiter
2023	J	`jnl`	SITTA: A Semantic Image-Text Alignment for Image Captioning. CoRR Fabian Paischer, Thomas Adler, Markus Hofmarcher, Sepp Hochreiter
2023	A*	`conf`	Semantic HELM: A Human-Readable Memory for Reinforcement Learning. NeurIPS Fabian Paischer, Thomas Adler, Markus Hofmarcher, Sepp Hochreiter
2023	J	`jnl`	Semantic HELM: An Interpretable Memory for Reinforcement Learning. CoRR Fabian Paischer, Thomas Adler, Markus Hofmarcher, Sepp Hochreiter
2022	—	`conf`	A Dataset Perspective on Offline Reinforcement Learning. CoLLAs Kajetan Schweighofer, Marius-Constantin Dinu, Andreas Radler, Markus Hofmarcher, Vihang Prakash Patil, Angela Bitto-Nemling, Hamid Eghbal-zadeh, Sepp Hochreiter
2022	A*	`conf`	Align-RUDDER: Learning From Few Demonstrations by Reward Redistribution. ICML Vihang Patil, Markus Hofmarcher, Marius-Constantin Dinu, Matthias Dorfer, Patrick M. Blies, Johannes Brandstetter, José Antonio Arjona-Medina, Sepp Hochreiter
2021	J	`jnl`	Understanding the Effects of Dataset Characteristics on Offline Reinforcement Learning. CoRR Kajetan Schweighofer, Markus Hofmarcher, Marius-Constantin Dinu, Philipp Renz, Angela Bitto-Nemling, Vihang Patil, Sepp Hochreiter
2020	J	`jnl`	Align-RUDDER: Learning From Few Demonstrations by Reward Redistribution. CoRR Vihang Prakash Patil, Markus Hofmarcher, Marius-Constantin Dinu, Matthias Dorfer, Patrick M. Blies, Johannes Brandstetter, Jose A. Arjona-Medina, Sepp Hochreiter
2020	J	`jnl`	Large-scale ligand-based virtual screening for SARS-CoV-2 inhibitors using deep neural networks. CoRR Markus Hofmarcher, Andreas Mayr, Elisabeth Rumetshofer, Peter Ruch, Philipp Renz, Johannes Schimunek, Philipp Seidl, Andreu Vall, Michael Widrich, Sepp Hochreiter, Günter Klambauer
2020	—	`conf`	XAI and Strategy Extraction via Reward Redistribution. xxAI@ICML Marius-Constantin Dinu, Markus Hofmarcher, Vihang Prakash Patil, Matthias Dorfer, Patrick M. Blies, Johannes Brandstetter, Jose A. Arjona-Medina, Sepp Hochreiter
2019	J	`jnl`	Accurate Prediction of Biological Assays with High-Throughput Microscopy Images and Convolutional Networks. J. Chem. Inf. Model. Markus Hofmarcher, Elisabeth Rumetshofer, Djork-Arné Clevert, Sepp Hochreiter, Günter Klambauer
2019	J	`jnl`	Detecting cutaneous basal cell carcinomas in ultra-high resolution and weakly labelled histopathological images. CoRR Susanne Kimeswenger, Elisabeth Rumetshofer, Markus Hofmarcher, Philipp Tschandl, Harald Kittler, Sepp Hochreiter, Wolfram Hötzenecker, Günter Klambauer
2019	—	`conf`	Human-level Protein Localization with Convolutional Neural Networks. ICLR (Poster) Elisabeth Rumetshofer, Markus Hofmarcher, Clemens Röhrl, Sepp Hochreiter, Günter Klambauer
2019	J	`jnl`	Patch Refinement - Localized 3D Object Detection. CoRR Johannes Lehner, Andreas Mitterecker, Thomas Adler, Markus Hofmarcher, Bernhard Nessler, Sepp Hochreiter
2019	—	`ch.`	Visual Scene Understanding for Autonomous Driving Using Semantic Segmentation. Explainable AI Markus Hofmarcher, Thomas Unterthiner, Jose A. Arjona-Medina, Günter Klambauer, Sepp Hochreiter, Bernhard Nessler
2018	J	`jnl`	Estimating Collective Attention toward a Public Display. ACM Trans. Interact. Intell. Syst. Wolfgang Narzt, Otto Weichselbaum, Gustav Pomberger, Markus Hofmarcher, Michael Strauss, Peter Holzkorn, Roland Haring, Monika Sturm